Microsoft Foundry Decoded: 3 things every enterprise AI builder must understand right now

Microsoft Foundry has evolved far beyond what most enterprise teams think it is. Since its rebranding at Ignite 2025, it is no longer a model hub or a place to test prompts — it is a full control-plane-centric agentic platform that fundamentally changes how enterprise AI should be architected and delivered.In this post, I break down the three things that matter most in 2026. First, the architectural shift from five fragmented PaaS services to a single unified Foundry Gateway that handles routing, identity enforcement, threat scanning, and observability in one place. Second, the two capabilities that make agents production-ready for the first time — built-in long-term memory that persists across sessions without a custom vector database, and Durable Agent Orchestration that lets agents pause for human approval and resume exactly where they left off. Third, how Model Context Protocol now connects your agents natively to over 1,400 enterprise systems — including Databricks, Microsoft Fabric, SAP, and Salesforce through a single governed entry point, with your Unity Catalog governance extending directly into agent tool calls.If you are designing enterprise AI on Azure in 2026, this is the architecture conversation you need to be having right now.

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